RRepoGEO

REPOGEO REPORT · LITE

LaurieWired/InfiniteRadio

Default branch main · commit b8f7799c · scanned 6/13/2026, 6:11:54 AM

GitHub: 688 stars · 60 forks

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface LaurieWired/InfiniteRadio, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening paragraph to clarify its core purpose and category

    Why:

    CURRENT
    Infinite Radio generates endless music that automatically changes based on your current context. It combines the Magenta RealTime music model with contextual genre selection either from InternVL3 or the top processes running on your machine.
    COPY-PASTE FIX
    Infinite Radio is an AI-powered application that generates endless, real-time music, dynamically adapting its genre and style based on your current computer context (e.g., active applications or screen content). It uniquely combines the Magenta RealTime music model with advanced contextual genre selection, offering a personalized and ever-evolving auditory experience.
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/LaurieWired/InfiniteRadio#readme (or a dedicated project page/demo video if available)

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface LaurieWired/InfiniteRadio
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
pure-data/pure-data
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. pure-data/pure-data · recommended 1×
  2. Max/MSP · recommended 1×
  3. supercollider/supercollider · recommended 1×
  4. Python · recommended 1×
  5. belangeo/pyo · recommended 1×
  • CATEGORY QUERY
    How can I generate dynamic background music that adapts to my computer's activity?
    you: not recommended
    AI recommended (in order):
    1. Pure Data (Pd) (pure-data/pure-data)
    2. Max/MSP
    3. SuperCollider (supercollider/supercollider)
    4. Python
    5. pyo (belangeo/pyo)
    6. Mido (mido/mido)
    7. python-osc (attwad/python-osc)
    8. psutil (giampaolo/psutil)
    9. pygetwindow (asweigart/pygetwindow)
    10. xdotool (jordansissel/xdotool)
    11. Sonic Pi (sonic-pi-net/sonic-pi)
    12. Ableton Live
    13. Max for Live
    14. C++
    15. C#
    16. JUCE (juce-framework/JUCE)
    17. PortAudio (PortAudio/portaudio)
    18. NAudio (naudio/NAudio)

    AI recommended 18 alternatives but never named LaurieWired/InfiniteRadio. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools are available for real-time AI music generation with local GPU support?
    you: not recommended
    AI recommended (in order):
    1. Magenta Studio
    2. Hugging Face Transformers
    3. Riffusion
    4. TorchAudio
    5. OpenAI Jukebox

    AI recommended 5 alternatives but never named LaurieWired/InfiniteRadio. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of LaurieWired/InfiniteRadio?
    pass
    AI did not name LaurieWired/InfiniteRadio — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts LaurieWired/InfiniteRadio in production, what risks or prerequisites should they evaluate first?
    pass
    AI named LaurieWired/InfiniteRadio explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo LaurieWired/InfiniteRadio solve, and who is the primary audience?
    pass
    AI did not name LaurieWired/InfiniteRadio — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of LaurieWired/InfiniteRadio. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/LaurieWired/InfiniteRadio.svg)](https://repogeo.com/en/r/LaurieWired/InfiniteRadio)
HTML
<a href="https://repogeo.com/en/r/LaurieWired/InfiniteRadio"><img src="https://repogeo.com/badge/LaurieWired/InfiniteRadio.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

LaurieWired/InfiniteRadio — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite